Memory

OrgX memory includes decisions, artifacts, initiative context, project history, and learned operating patterns. AI clients should use MCP memory tools by default. REST clients can call the governed tool execution endpoint for approved memory operations.

Execute a Memory Tool

POST /api/client/tools/execute

curl https://useorgx.com/api/client/tools/execute \
  -X POST \
  -H "Authorization: Bearer $ORGX_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "tool_id": "orgx_search",
    "args": {
      "query": "deployment decisions",
      "limit": 5
    }
  }'

Available Tool IDs

Tool	Description
`orgx_search`	Search organizational memory and project context.
`orgx_recommend`	Return a context-aware next action recommendation.

Tool IDs may also be sent with the chatgpt. prefix. The API normalizes chatgpt.orgx_search to orgx_search.

Request Fields

Field	Type	Required	Description
`tool_id`	string	Yes	Allowed tool ID.
`args`	object	No	Tool-specific arguments.
`project_id`	string	No	Optional project scope.
`initiative_id`	string	No	Optional initiative scope.
`run_id`	string	No	Optional run scope.

Response

{
  "ok": true,
  "data": {
    "results": []
  },
  "tool_id": "orgx_search",
  "execution_time_ms": 42
}

Errors

Status	Meaning
`400`	Missing `tool_id` or invalid JSON.
`401`	API key authentication failed.
`403`	Tool is not available through the client REST API.

MCP Equivalent

For AI clients, use:

orgx_search
orgx_search
orgx_recommend

Getting Started

Connect Your Tools

Agent Ops

Platform

API Reference

Resources

Execute a Memory Tool

Available Tool IDs

Request Fields

Response

Errors

MCP Equivalent

​Execute a Memory Tool

​Available Tool IDs

​Request Fields

​Response

​Errors

​MCP Equivalent

Execute a Memory Tool

Available Tool IDs

Request Fields

Response

Errors

MCP Equivalent